MAHMOUD MOHAMED ABDELRAHMAN ELBAHI MOUSTAFA

Data Analysis and Its Role in Supporting Decision-Making Using Artificial Intelligence Techniques

This academic research paper provides a comprehensive review of the concepts, stages, methodologies, tools, and real-world applications of data analysis. Special emphasis is placed on the transformative integration of Artificial Intelligence (AI) and Machine Learning (ML) across vital sectors such as education, healthcare, business, and finance. Furthermore, the study addresses critical challenges including data quality, privacy, security, and algorithmic bias, while featuring practical visual analytics and a case study on predictive modeling for student academic performance.